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dc.contributor.advisorTummala, Murali
dc.contributor.authorDal Santo, Paul S.
dc.dateSeptember 1988
dc.date.accessioned2012-11-27T18:18:42Z
dc.date.available2012-11-27T18:18:42Z
dc.date.issued1988-09
dc.identifier.urihttp://hdl.handle.net/10945/23417
dc.description.abstractSystem identification concerns the mathematical modeling of a system based upon its input and output. It allows the development of a mathematical description when all that is available is the result of a process or the output of a system and not the process or system itself. The purpose of this thesis is to develop algorithms for modeling systems as autoregressive-moving-average processes using the method of instrumental variables, a modification of the ordinary least-squares technique, and a multichannel method based upon processing the input and output data by separate infinite-response filters. The methods developed are tested by computer simulation using several second and third-order test cases and the results are presenteden_US
dc.description.urihttp://archive.org/details/systemidentifica1094523417
dc.language.isoen_US
dc.publisherMonterey, California. Naval Postgraduate Schoolen_US
dc.rightsThis publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.en_US
dc.subject.lcshElectrical and computer engineeringen_US
dc.titleSystem identification by ARMA modelingen_US
dc.typeThesisen_US
dc.contributor.secondreaderZiomek, Lawrence J.
dc.contributor.corporateNaval Postgraduate School (U.S.)
dc.contributor.departmentDepartment of Electrical and Computer Engineering
dc.subject.authorSystem identificationen_US
dc.subject.authorARMAen_US
dc.subject.authorMultichannelen_US
dc.subject.authorInstrumental variableen_US
dc.description.serviceLieutenant, United States Coast Guarden_US
etd.thesisdegree.nameM.S. in Electrical Engineeringen_US
etd.thesisdegree.levelMastersen_US
etd.thesisdegree.disciplineElectrical Engineeringen_US
etd.thesisdegree.grantorNaval Postgraduate Schoolen_US
dc.description.distributionstatementApproved for public release; distribution is unlimited.


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